Viktor Schlegel
Viktor Schlegel has 2 papers in our library, in 2020–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Riza Batista-Navarro, Goran Nenadic, Yulong Wu.
OpenAlex · ORCID · h-index 8 · 103 works · 235 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 11 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #10035
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 4Research subjects and languages the work is about.English · 1 workEvaluation & benchmarks · 1 workReasoning · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models (2020 · 24 citations)
High leaderboard scores on Natural Language Inference tasks can hide the fact that models succeed by exploiting shallow regularities in the data rather than by reasoning. - Beyond Static Synthetic Noise: Assessing the Robustness of Large Language Models to Natural Context Variation in the Real World (2026)
Most QA robustness tests use artificial perturbations from fixed manipulation rules. These miss the meaning-preserving changes that real documents undergo as people edit them. This matters for LLMs in RAG and agent systems, which read sources that keep changing. The authors build an automatic pipeline that mines…
All works
- Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and modelsarXiv:2005.14709Viktor Schlegel, Goran Nenadic, Riza Batista-Navarro2020 · 24 citations
- Are Machine Reading Comprehension Systems Robust to Context Paraphrasing? ↗Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetYulong Wu, Viktor Schlegel, Riza Batista-Navarro2023 · 2 citations
- MMT's Submission for the WMT 2023 Quality Estimation Shared Task ↗Proceedings of the Eighth Conference on Machine Translation · no summary yetYulong Wu et al.2023 · 2 citations
- Beyond Static Synthetic Noise: Assessing the Robustness of Large Language Models to Natural Context Variation in the Real WorldFindings of the Association for Computational LinguisticsYulong Wu, Viktor Schlegel, Riza Batista-Navarro2026
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)
- Proceedings of the Eighth Conference on Machine Translation
Cited by
Updated
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